This report is an extension to the submitted paper
\textit{The Yin and Yang of Processing Warehousing Queries on GPU Devices}.
It includes the following content.

\begin{itemize}
\item We study the effects of query characteristics on the performance
of query operators on GPUs.
\item We present our cost model for query operators.
\end{itemize}
